| Number of Variables | 10 |
|---|---|
| Number of Rows | 17414 |
| Missing Cells | 8781 |
| Missing Cells (%) | 5.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 4.1 MB |
| Average Row Size in Memory | 245.5 B |
| Variable Types |
|
| season has 8781 (50.42%) missing values | Missing |
|---|---|
| count is skewed | Skewed |
| time has a high cardinality: 17414 distinct values | High Cardinality |
| time has constant length 19 | Constant Length |
| is_holiday has constant length 3 | Constant Length |
| is_weekend has constant length 3 | Constant Length |
| season has constant length 6 | Constant Length |
| time has all distinct values | Unique |
| temp_feels_like_c has 519 (2.98%) negatives | Negatives |
categorical
| Approximate Distinct Count | 17414 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1.4 MB |
| Mean | 19 |
|---|---|
| Standard Deviation | 0 |
| Median | 19 |
| Minimum | 19 |
| Maximum | 19 |
| 1st row | 2015-01-04 00:00:0... |
|---|---|
| 2nd row | 2015-01-04 01:00:0... |
| 3rd row | 2015-01-04 02:00:0... |
| 4th row | 2015-01-04 03:00:0... |
| 5th row | 2015-01-04 04:00:0... |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 17414 |
| Uppercase Letter | 0 |
| Dash Punctuation | 34828 |
| Decimal Number | 243796 |
numerical
| Approximate Distinct Count | 3781 |
|---|---|
| Approximate Unique (%) | 21.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 272.1 KB |
| Mean | 1143.1016 |
| Minimum | 0 |
| Maximum | 7860 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 53.65 |
| Q1 | 257 |
| Median | 844 |
| Q3 | 1671.75 |
| 95-th Percentile | 3528.7 |
| Maximum | 7860 |
| Range | 7860 |
| IQR | 1414.75 |
| Mean | 1143.1016 |
|---|---|
| Standard Deviation | 1085.1081 |
| Variance | 1.1775e+06 |
| Sum | 1.9906e+07 |
| Skewness | 1.3256 |
| Kurtosis | 1.5438 |
| Coefficient of Variation | 0.9493 |
numerical
| Approximate Distinct Count | 73 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 272.1 KB |
| Mean | 12.4681 |
| Minimum | -1.5 |
| Maximum | 34 |
| Zeros | 34 |
| Zeros (%) | 0.2% |
| Negatives | 40 |
| Negatives (%) | 0.2% |
| Minimum | -1.5 |
|---|---|
| 5-th Percentile | 4 |
| Q1 | 8 |
| Median | 12.5 |
| Q3 | 16 |
| 95-th Percentile | 22 |
| Maximum | 34 |
| Range | 35.5 |
| IQR | 8 |
| Mean | 12.4681 |
|---|---|
| Standard Deviation | 5.5718 |
| Variance | 31.0452 |
| Sum | 217119.3333 |
| Skewness | 0.2038 |
| Kurtosis | -0.2619 |
| Coefficient of Variation | 0.4469 |
numerical
| Approximate Distinct Count | 82 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 272.1 KB |
| Mean | 11.5208 |
| Minimum | -6 |
| Maximum | 34 |
| Zeros | 232 |
| Zeros (%) | 1.3% |
| Negatives | 519 |
| Negatives (%) | 3.0% |
| Minimum | -6 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 6 |
| Median | 12.5 |
| Q3 | 16 |
| 95-th Percentile | 21.5 |
| Maximum | 34 |
| Range | 40 |
| IQR | 10 |
| Mean | 11.5208 |
|---|---|
| Standard Deviation | 6.6151 |
| Variance | 43.7601 |
| Sum | 200623.8333 |
| Skewness | -0.05835 |
| Kurtosis | -0.6601 |
| Coefficient of Variation | 0.5742 |
numerical
| Approximate Distinct Count | 143 |
|---|---|
| Approximate Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 272.1 KB |
| Mean | 0.7232 |
| Minimum | 0.205 |
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.205 |
|---|---|
| 5-th Percentile | 0.455 |
| Q1 | 0.63 |
| Median | 0.745 |
| Q3 | 0.83 |
| 95-th Percentile | 0.93 |
| Maximum | 1 |
| Range | 0.795 |
| IQR | 0.2 |
| Mean | 0.7232 |
|---|---|
| Standard Deviation | 0.1431 |
| Variance | 0.02049 |
| Sum | 12594.6675 |
| Skewness | -0.5727 |
| Kurtosis | -0.256 |
| Coefficient of Variation | 0.1979 |
numerical
| Approximate Distinct Count | 103 |
|---|---|
| Approximate Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 272.1 KB |
| Mean | 15.9131 |
| Minimum | 0 |
| Maximum | 56.5 |
| Zeros | 68 |
| Zeros (%) | 0.4% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 5 |
| Q1 | 10 |
| Median | 15 |
| Q3 | 20.5 |
| 95-th Percentile | 30.5 |
| Maximum | 56.5 |
| Range | 56.5 |
| IQR | 10.5 |
| Mean | 15.9131 |
|---|---|
| Standard Deviation | 7.8946 |
| Variance | 62.3242 |
| Sum | 277110.0833 |
| Skewness | 0.669 |
| Kurtosis | 0.4488 |
| Coefficient of Variation | 0.4961 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1.2 MB |
| Mean | 9.1646 |
|---|---|
| Standard Deviation | 4.9202 |
| Median | 6 |
| Minimum | 4 |
| Maximum | 22 |
| 1st row | broken clouds |
|---|---|
| 2nd row | clear |
| 3rd row | clear |
| 4th row | clear |
| 5th row | clear |
| Count | 151980 |
|---|---|
| Lowercase Letter | 151980 |
| Space Separator | 7613 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1.1 MB |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 34828 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1.1 MB |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 34828 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 8781 |
| Missing (%) | 50.4% |
| Memory Size | 598.6 KB |
| Mean | 6 |
|---|---|
| Standard Deviation | 0 |
| Median | 6 |
| Minimum | 6 |
| Maximum | 6 |
| 1st row | winter |
|---|---|
| 2nd row | winter |
| 3rd row | winter |
| 4th row | winter |
| 5th row | winter |
| Count | 51798 |
|---|---|
| Lowercase Letter | 51798 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |